Package: mclust 6.1.1
mclust: Gaussian Mixture Modelling for Model-Based Clustering, Classification, and Density Estimation
Gaussian finite mixture models fitted via EM algorithm for model-based clustering, classification, and density estimation, including Bayesian regularization, dimension reduction for visualisation, and resampling-based inference.
Authors:
mclust_6.1.1.tar.gz
mclust_6.1.1.zip(r-4.5)mclust_6.1.1.zip(r-4.4)mclust_6.1.1.zip(r-4.3)
mclust_6.1.1.tgz(r-4.4-x86_64)mclust_6.1.1.tgz(r-4.4-arm64)mclust_6.1.1.tgz(r-4.3-x86_64)mclust_6.1.1.tgz(r-4.3-arm64)
mclust_6.1.1.tar.gz(r-4.5-noble)mclust_6.1.1.tar.gz(r-4.4-noble)
mclust_6.1.1.tgz(r-4.4-emscripten)mclust_6.1.1.tgz(r-4.3-emscripten)
mclust.pdf |mclust.html✨
mclust/json (API)
NEWS
# Install 'mclust' in R: |
install.packages('mclust', repos = c('https://luca-scr.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mclust-org/mclust/issues
- EuroUnemployment - Unemployment data for European countries in 2014
- GvHD.control - GvHD Dataset
- GvHD.pos - GvHD Dataset
- Test1D - Simulated Example Datasets From Baudry et al.
- acidity - Acidity data
- banknote - Swiss banknotes data
- chevron - Simulated minefield data
- cross - Simulated Cross Data
- diabetes - Diabetes Data
- ex4.1 - Simulated Example Datasets From Baudry et al.
- ex4.2 - Simulated Example Datasets From Baudry et al.
- ex4.3 - Simulated Example Datasets From Baudry et al.
- ex4.4.1 - Simulated Example Datasets From Baudry et al.
- ex4.4.2 - Simulated Example Datasets From Baudry et al.
- thyroid - UCI Thyroid Gland Data
- wdbc - UCI Wisconsin Diagnostic Breast Cancer Data
- wreath - Data Simulated from a 14-Component Mixture
Last updated 6 months agofrom:65e2a1c053. Checks:OK: 9. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Sep 20 2024 |
R-4.5-win-x86_64 | OK | Sep 20 2024 |
R-4.5-linux-x86_64 | OK | Sep 20 2024 |
R-4.4-win-x86_64 | OK | Sep 20 2024 |
R-4.4-mac-x86_64 | OK | Sep 20 2024 |
R-4.4-mac-aarch64 | OK | Sep 20 2024 |
R-4.3-win-x86_64 | OK | Sep 20 2024 |
R-4.3-mac-x86_64 | OK | Sep 20 2024 |
R-4.3-mac-aarch64 | OK | Sep 20 2024 |
Exports:adjustedRandIndexas.densityMclustas.densityMclust.defaultas.densityMclust.Mclustas.hclust.hcas.Mclustas.Mclust.defaultas.Mclust.densityMclustbicbicEMtrainBrierScorecdenscdensEcdensEEEcdensEEIcdensEEVcdensEIIcdensEVEcdensEVIcdensEVVcdensVcdensVEEcdensVEIcdensVEVcdensVIIcdensVVEcdensVVIcdensVVVcdensXcdensXIIcdensXXIcdensXXXcdfMclustcheckModelNameclassErrorclassPriorProbsclPairsclPairsLegendclustCombiclustCombiOptimcombiPlotcombiTreecombMatcoordProjcovwcrimcoordscv.MclustDAcv1EMtraincvMclustDAdecomp2sigmadefaultPriordensdensityMclustdensityMclust.diagnosticdmvnormdupPartitionememControlemEemEEEemEEIemEEVemEIIemEVEemEVIemEVVemVemVEEemVEIemVEVemVIIemVVEemVVIemVVVemXemXIIemXXIemXXXentPloterrorBarsestepestepEestepEEEestepEEIestepEEVestepEIIestepEVEestepEVIestepEVVestepVestepVEEestepVEIestepVEVestepVIIestepVVEestepVVIestepVVVgetParameters.MclustDAgmmhdgmmhdClassifygmmhdClusterCoreshchcEhcEEEhcEIIhclasshcRandomPairshcVhcVIIhcVVVhdrlevelshypvoliclimputeDataimputePairslogLik.MclustlogLik.MclustDAlogsumexpmajorityVotemapmapClassmatchClusterMclustmclust.optionsmclust1Dplotmclust2DplotmclustBICmclustBICupdateMclustBootstrapmclustBootstrapLRTMclustDAMclustDRMclustDRrecoverdirMclustDRsubselMclustDRsubsel_classifMclustDRsubsel_clusterMclustDRsubsel1cyclemclustICLmclustLoglikmclustModelmclustModelNamesMclustSSCmclustVariancememe.weightedmeEmeEEEmeEEImeEEVmeEIImeEVEmeEVImeEVVmeVmeVEEmeVEImeVEVmeVIImeVVEmeVVImeVVVmeXmeXIImeXXImeXXXmstepmstepEmstepEEEmstepEEImstepEEVmstepEIImstepEVEmstepEVImstepEVVmstepVmstepVEEmstepVEImstepVEVmstepVIImstepVVEmstepVVImstepVVVmvnmvn2plotmvnXmvnXIImvnXXImvnXXXnMclustParamsnVarParamspartconvpartuniqpickBICplot.clustCombiplot.crimcoordsplot.densityMclustplot.gmmhdplot.hcplot.Mclustplot.mclustBICplot.MclustBootstrapplot.mclustBootstrapLRTplot.MclustDAplot.MclustDRplot.mclustICLplot.MclustSSCplotDensityMclust1plotDensityMclust2plotDensityMclustdplotEvalues.MclustDRpredict.densityMclustpredict.Mclustpredict.MclustDApredict.MclustDRpredict.MclustSSCpredict2D.MclustDRprint.clustCombiprint.crimcoordsprint.gmmhdprint.hcprint.Mclustprint.mclustBICprint.MclustBootstrapprint.mclustBootstrapLRTprint.MclustDAprint.MclustDRprint.MclustDRsubselprint.mclustICLprint.mclustLoglikprint.MclustSSCprint.summary.clustCombiprint.summary.crimcoordsprint.summary.gmmhdprint.summary.Mclustprint.summary.MclustBootstrapprint.summary.MclustDAprint.summary.MclustDRprint.summary.mclustICLprint.summary.MclustSSCpriorControlprojpar.MclustDRquantileMclustrandomOrthogonalMatrixrandomPairsrandProjsigma2decompsimsimEsimEEEsimEEIsimEEVsimEIIsimEVEsimEVIsimEVVsimVsimVEEsimVEIsimVEVsimVIIsimVVEsimVVIsimVVVsoftmaxsummary.clustCombisummary.crimcoordssummary.gmmhdsummary.Mclustsummary.mclustBICsummary.MclustBootstrapsummary.MclustDAsummary.MclustDRsummary.MclustDRsubselsummary.mclustICLsummary.MclustSSCsummaryMclustBICsummaryMclustBICnsurfacePlotuncerPlotunmap
Dependencies: